Discover Awesome MCP Servers

Vibe-Coder MCP Server

Implements a structured development workflow for LLM-based coding with feature clarification, PRD generation, phased development, and task tracking. Guides LLMs through organized feature development from requirements gathering to completion with document storage and progress monitoring.

ai-dev-analytics

AI development observability platform. It silently captures structured data from vibe coding sessions via MCP and codifies deviation patterns into project rules to make AI write better code. 100% local and zero runtime dependencies.

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling tool-based AI interactions from clients like Claude Desktop and AI Playground.

Weather MCP Server

Provides real-time weather data to Claude using the Open-Meteo API, with no API key required. Enables natural language queries like 'What's the weather in Tokyo?'.

sovereign-stack

An MCP server providing 82 tools for persistent memory, governance, and consciousness continuity for AI instances. Enables local-first, runtime-reflexive operation with cross-device access and recursive self-awareness.

mcp-sports-game-odds

Wraps the Sports Game Odds API to provide sports game odds data through natural language queries.

SendLayer MCP Server

Enables sending emails and managing webhooks through the SendLayer API. Supports plain text and HTML emails with attachments, CC/BCC recipients, and webhook event management for email delivery tracking.

evergreen-mcp-server

MCP server for MongoDB's Evergreen CI/CD platform, enabling AI assistants to manage projects, analyze builds, and troubleshoot failures via natural language.

target-mcp

Enables automated assessment of research manuscripts against the TARGET reporting guideline for target trial emulation, providing item-by-item scoring with evidence and provenance.

CDB-MCP

Enables LLMs to perform live debugging, dump analysis, and remote debugging by exposing Microsoft CDB capabilities through MCP. It manages cdb.exe sessions, forwards commands, and returns raw debugger output.

newsapi-mcp

A Model Context Protocol (MCP) server that provides real-time news intelligence using NewsAPI.ai. This server enables LLMs to search articles, track events, and analyze news through natural conversation.

@focus-mcp/cli

MCP orchestrator that loads modular bricks on demand, reducing AI agent context usage by ~65%.

finviet-confluence-mcp

An MCP server that enables AI agents to read Confluence page content by URL, supporting self-hosted Confluence with basic auth.

redis-mcp-server

Enables AI to safely view and operate Redis databases with read-only mode by default and support for key operations.

SpotifyMCP

Enables creating and searching Spotify playlists through natural language using the Model Context Protocol.

MCP Jira

Model Context Protocol server that allows AI assistants to interact with Jira, supporting operations like creating tickets and fetching project information directly from the cursor.

spendlog

Cost and expense tracking for solo entrepreneurs, with local-first SQLite storage, natural language interaction, invoicing, budgets, and multi-project tracking, all inside Claude Code.

MCP Migration Advisor

Analyzes database migrations for risks like lock contention and data loss before they run. Supports Flyway and Liquibase formats, providing risk scores and rollback generation.

QuickBase MCP Server

A Model Context Protocol server that provides comprehensive control over QuickBase operations, allowing users to manage applications, tables, fields, records, and relationships through MCP tools.

vault-rag-mcp

MCP server for semantic search in an Obsidian Second Brain vault using self-hosted Qdrant and Google Gemini embeddings.

Google AI Overview API

Enables fetching Google's AI Overview answers and cited sources as structured JSON, with support for batch queries and country/language targeting.

meta-business-insights-mcp

MCP server for reading Meta Business (Facebook Pages and Instagram) data via Graph API, with cross-account portfolio aggregation to answer questions about follower growth, page insights, and metrics. It runs as a stdio or HTTP server for Claude Desktop.

Codex Pets

Public read-only registry for Codex-compatible animated companion packs. Search approved pets, fetch install instructions, generate badges and embed cards, and discover the pet request flow via Streamable HTTP MCP.

mcp-interactive

A MCP server that collects interactive user feedback during AI-assisted development, reducing unnecessary tool calls and costs by enabling AI to confirm with users.

got-cosy-mcp

MCP server providing cosiness scores for about 6,300 independent hotels, with tools to find hotels by city/country and retrieve detailed feeling data.

Crew Qualifications & Certifications MCP Server

Manages airline crew qualifications, certifications, FAA Part 117 compliance, and automated pay calculations. Enables crew scheduling, duty time validation, training tracking, and proactive alerts for expiring licenses and medicals.

Angular Bootstrap MCP Server

A TypeScript-based MCP server that provides backend API handling and facilitates communication between microservices. Features an organized structure with controllers, routes, and models for easy extensibility and maintenance.

frida_mcp

MCP server for Frida dynamic instrumentation, enabling AI agents to enumerate devices/processes, attach, inject JavaScript, hook functions, read memory, and collect results via MCP tools.

stripe-mcp-server

A local MCP server for Stripe payment operations with 52 tools across 8 domains, featuring built-in PII redaction and strict input validation for safe AI-assisted development workflows.

MCP Access OAuth Server

Remote MCP server with built-in OAuth authentication via Cloudflare Access, enabling secure tool invocation after user sign-in.